Dataset statistics
| Number of variables | 18 |
|---|---|
| Number of observations | 138845 |
| Missing cells | 109449 |
| Missing cells (%) | 4.4% |
| Duplicate rows | 6562 |
| Duplicate rows (%) | 4.7% |
| Total size in memory | 19.1 MiB |
| Average record size in memory | 144.0 B |
Variable types
| Numeric | 14 |
|---|---|
| Text | 1 |
| Categorical | 2 |
| DateTime | 1 |
| Dataset has 6562 (4.7%) duplicate rows | Duplicates |
dtdlevel is highly overall correlated with sigma | High correlation |
sigma is highly overall correlated with dtdlevel and 1 other fields | High correlation |
sizelevel is highly overall correlated with sigma | High correlation |
Y is highly imbalanced (85.7%) | Imbalance |
StkIndx has 1991 (1.4%) missing values | Missing |
dtdlevel has 14551 (10.5%) missing values | Missing |
dtdtrend has 14551 (10.5%) missing values | Missing |
liqnonfinlevel has 16952 (12.2%) missing values | Missing |
liqnonfintrend has 16952 (12.2%) missing values | Missing |
ni2talevel has 8953 (6.4%) missing values | Missing |
ni2tatrend has 8953 (6.4%) missing values | Missing |
sizelevel has 1949 (1.4%) missing values | Missing |
sizetrend has 1949 (1.4%) missing values | Missing |
m2b has 9145 (6.6%) missing values | Missing |
sigma has 6969 (5.0%) missing values | Missing |
DTDmedianNonFin has 6500 (4.7%) missing values | Missing |
liqnonfintrend has 4151 (3.0%) zeros | Zeros |
ni2tatrend has 4405 (3.2%) zeros | Zeros |
sizetrend has 1451 (1.0%) zeros | Zeros |
Reproduction
| Analysis started | 2024-03-01 05:05:13.047512 |
|---|---|
| Analysis finished | 2024-03-01 05:05:24.725937 |
| Duration | 11.68 seconds |
| Software version | ydata-profiling vv4.6.5 |
| Download configuration | config.json |
CompNo
Real number (ℝ)
| Distinct | 974 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 52134.021 |
| Minimum | 27014 |
|---|---|
| Maximum | 213058 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 27014 |
|---|---|
| 5-th percentile | 27396 |
| Q1 | 29416 |
| median | 33327 |
| Q3 | 45104 |
| 95-th percentile | 164770 |
| Maximum | 213058 |
| Range | 186044 |
| Interquartile range (IQR) | 15688 |
Descriptive statistics
| Standard deviation | 44416.305 |
|---|---|
| Coefficient of variation (CV) | 0.85196392 |
| Kurtosis | 3.9092356 |
| Mean | 52134.021 |
| Median Absolute Deviation (MAD) | 5387 |
| Skewness | 2.2546017 |
| Sum | 7.2385481 × 109 |
| Variance | 1.9728081 × 109 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 30321 | 1488 | 1.1% |
| 33327 | 1448 | 1.0% |
| 32554 | 1188 | 0.9% |
| 27940 | 780 | 0.6% |
| 27771 | 768 | 0.6% |
| 31079 | 752 | 0.5% |
| 34160 | 736 | 0.5% |
| 34269 | 730 | 0.5% |
| 46648 | 612 | 0.4% |
| 32700 | 600 | 0.4% |
| Other values (964) | 129743 |
| Value | Count | Frequency (%) |
| 27014 | 154 | 0.1% |
| 27026 | 215 | |
| 27044 | 432 | |
| 27049 | 132 | 0.1% |
| 27057 | 379 | |
| 27064 | 398 | |
| 27081 | 147 | 0.1% |
| 27085 | 432 | |
| 27095 | 354 | |
| 27125 | 111 | 0.1% |
| Value | Count | Frequency (%) |
| 213058 | 1 | < 0.1% |
| 212750 | 3 | < 0.1% |
| 212613 | 3 | < 0.1% |
| 212539 | 4 | |
| 212535 | 4 | |
| 212411 | 5 | |
| 212072 | 7 | |
| 211853 | 8 | |
| 211801 | 8 | |
| 211730 | 9 |
StkIndx
Real number (ℝ)
MISSING 
| Distinct | 420 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 1991 |
| Missing (%) | 1.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.094778594 |
| Minimum | -0.46605694 |
|---|---|
| Maximum | 0.53714506 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 29444 |
| Negative (%) | 21.2% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -0.46605694 |
|---|---|
| 5-th percentile | -0.22016641 |
| Q1 | 0.025735611 |
| median | 0.11191686 |
| Q3 | 0.1898926 |
| 95-th percentile | 0.32690037 |
| Maximum | 0.53714506 |
| Range | 1.003202 |
| Interquartile range (IQR) | 0.16415699 |
Descriptive statistics
| Standard deviation | 0.15806432 |
|---|---|
| Coefficient of variation (CV) | 1.6677217 |
| Kurtosis | 1.1452967 |
| Mean | 0.094778594 |
| Median Absolute Deviation (MAD) | 0.083104719 |
| Skewness | -0.66204689 |
| Sum | 12970.83 |
| Variance | 0.024984329 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.015483874 | 419 | 0.3% |
| -0.026497118 | 415 | 0.3% |
| 0.1488779077 | 415 | 0.3% |
| 0.172900003 | 415 | 0.3% |
| 0.222931686 | 415 | 0.3% |
| 0.1453020353 | 414 | 0.3% |
| 0.2191530226 | 412 | 0.3% |
| 0.1139063278 | 412 | 0.3% |
| 0.1436556584 | 412 | 0.3% |
| 0.052483688 | 411 | 0.3% |
| Other values (410) | 132714 | |
| (Missing) | 1991 | 1.4% |
| Value | Count | Frequency (%) |
| -0.466056938 | 381 | |
| -0.396786875 | 377 | |
| -0.389790726 | 382 | |
| -0.388840878 | 384 | |
| -0.383806412 | 383 | |
| -0.373725993 | 389 | |
| -0.370080615 | 377 | |
| -0.342654442 | 374 | |
| -0.28619143 | 308 | |
| -0.28178125 | 376 |
| Value | Count | Frequency (%) |
| 0.5371450583 | 265 | |
| 0.4911946246 | 378 | |
| 0.4671174103 | 374 | |
| 0.4656900247 | 372 | |
| 0.4551854396 | 379 | |
| 0.4356293691 | 267 | |
| 0.3913071653 | 276 | |
| 0.387618666 | 269 | |
| 0.387363666 | 377 | |
| 0.3861606495 | 272 |
STInt
Real number (ℝ)
| Distinct | 380 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.0010968872 |
| Minimum | -0.012214004 |
|---|---|
| Maximum | 0.024865262 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 76147 |
| Negative (%) | 54.8% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -0.012214004 |
|---|---|
| 5-th percentile | -0.011607765 |
| Q1 | -0.011071139 |
| median | -0.003467288 |
| Q3 | 0.008124856 |
| 95-th percentile | 0.013070641 |
| Maximum | 0.024865262 |
| Range | 0.037079266 |
| Interquartile range (IQR) | 0.019195995 |
Descriptive statistics
| Standard deviation | 0.0094964401 |
|---|---|
| Coefficient of variation (CV) | -8.6576266 |
| Kurtosis | -1.0235067 |
| Mean | -0.0010968872 |
| Median Absolute Deviation (MAD) | 0.007958286 |
| Skewness | 0.42761455 |
| Sum | -152.29731 |
| Variance | 9.0182374 × 10-5 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.011587477 | 2818 | 2.0% |
| -0.011668229 | 2015 | 1.5% |
| -0.011527012 | 1842 | 1.3% |
| -0.0115473 | 1474 | 1.1% |
| -0.011486835 | 1442 | 1.0% |
| -0.011506725 | 1322 | 1.0% |
| -0.011647942 | 1221 | 0.9% |
| -0.011385795 | 1177 | 0.8% |
| -0.011627654 | 1116 | 0.8% |
| -0.011304247 | 1030 | 0.7% |
| Other values (370) | 123388 |
| Value | Count | Frequency (%) |
| -0.012214004 | 306 | 0.2% |
| -0.011748982 | 415 | 0.3% |
| -0.011728694 | 371 | 0.3% |
| -0.011668229 | 2015 | |
| -0.011658284 | 536 | 0.4% |
| -0.011647942 | 1221 | |
| -0.011628052 | 820 | 0.6% |
| -0.011627654 | 1116 | 0.8% |
| -0.011607765 | 680 | 0.5% |
| -0.011587477 | 2818 |
| Value | Count | Frequency (%) |
| 0.024865262 | 180 | |
| 0.024025915 | 179 | |
| 0.023767348 | 179 | |
| 0.023226347 | 180 | |
| 0.022760927 | 177 | |
| 0.021579476 | 176 | |
| 0.02108621 | 179 | |
| 0.020835599 | 181 | |
| 0.020771952 | 182 | |
| 0.020398025 | 174 |
dtdlevel
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 115141 |
|---|---|
| Distinct (%) | 92.6% |
| Missing | 14551 |
| Missing (%) | 10.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.2991202 |
| Minimum | -1.1168851 |
|---|---|
| Maximum | 118.31697 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 1900 |
| Negative (%) | 1.4% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -1.1168851 |
|---|---|
| 5-th percentile | 0.53772582 |
| Q1 | 1.9760642 |
| median | 3.3710501 |
| Q3 | 5.1322301 |
| 95-th percentile | 9.9480426 |
| Maximum | 118.31697 |
| Range | 119.43385 |
| Interquartile range (IQR) | 3.1561659 |
Descriptive statistics
| Standard deviation | 5.5270212 |
|---|---|
| Coefficient of variation (CV) | 1.2856168 |
| Kurtosis | 168.64347 |
| Mean | 4.2991202 |
| Median Absolute Deviation (MAD) | 1.5344607 |
| Skewness | 10.366191 |
| Sum | 534354.85 |
| Variance | 30.547963 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 118.3169675 | 53 | < 0.1% |
| -1.116885091 | 17 | < 0.1% |
| 5.73521942 | 4 | < 0.1% |
| 5.702660791 | 4 | < 0.1% |
| 5.643814216 | 4 | < 0.1% |
| 5.603357441 | 4 | < 0.1% |
| 5.602988493 | 4 | < 0.1% |
| 5.687682295 | 4 | < 0.1% |
| 5.793059361 | 4 | < 0.1% |
| 4.989592467 | 4 | < 0.1% |
| Other values (115131) | 124192 | |
| (Missing) | 14551 | 10.5% |
| Value | Count | Frequency (%) |
| -1.116885091 | 17 | |
| -1.111951219 | 1 | < 0.1% |
| -1.106957554 | 1 | < 0.1% |
| -1.091353925 | 1 | < 0.1% |
| -1.063364547 | 1 | < 0.1% |
| -1.056525888 | 1 | < 0.1% |
| -1.054957738 | 1 | < 0.1% |
| -1.040832177 | 1 | < 0.1% |
| -1.039147793 | 1 | < 0.1% |
| -1.038945068 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 118.3169675 | 53 | |
| 117.0148285 | 1 | < 0.1% |
| 116.1978617 | 1 | < 0.1% |
| 114.5963057 | 1 | < 0.1% |
| 114.2586449 | 1 | < 0.1% |
| 114.1202515 | 1 | < 0.1% |
| 113.3098507 | 1 | < 0.1% |
| 113.1156432 | 1 | < 0.1% |
| 112.8588047 | 1 | < 0.1% |
| 111.5316221 | 1 | < 0.1% |
dtdtrend
Real number (ℝ)
MISSING 
| Distinct | 113877 |
|---|---|
| Distinct (%) | 91.6% |
| Missing | 14551 |
| Missing (%) | 10.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.16537307 |
| Minimum | -47.167559 |
|---|---|
| Maximum | 15.157938 |
| Zeros | 1350 |
| Zeros (%) | 1.0% |
| Negative | 63866 |
| Negative (%) | 46.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -47.167559 |
|---|---|
| 5-th percentile | -2.0881589 |
| Q1 | -0.62826789 |
| median | -0.025982741 |
| Q3 | 0.50830475 |
| 95-th percentile | 1.6370484 |
| Maximum | 15.157938 |
| Range | 62.325497 |
| Interquartile range (IQR) | 1.1365726 |
Descriptive statistics
| Standard deviation | 2.1642078 |
|---|---|
| Coefficient of variation (CV) | -13.086821 |
| Kurtosis | 244.98052 |
| Mean | -0.16537307 |
| Median Absolute Deviation (MAD) | 0.56491424 |
| Skewness | -11.953834 |
| Sum | -20554.881 |
| Variance | 4.6837954 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1350 | 1.0% |
| -47.16755948 | 110 | 0.1% |
| 15.15793786 | 36 | < 0.1% |
| -1.040891429 | 4 | < 0.1% |
| -0.463413691 | 4 | < 0.1% |
| -0.389136497 | 4 | < 0.1% |
| -0.139299649 | 4 | < 0.1% |
| 0.1186395204 | 4 | < 0.1% |
| -0.02125906 | 4 | < 0.1% |
| -0.150985797 | 4 | < 0.1% |
| Other values (113867) | 122770 | |
| (Missing) | 14551 | 10.5% |
| Value | Count | Frequency (%) |
| -47.16755948 | 110 | |
| -46.73164008 | 1 | < 0.1% |
| -46.60106361 | 1 | < 0.1% |
| -46.4957344 | 1 | < 0.1% |
| -46.21911642 | 1 | < 0.1% |
| -45.81706133 | 1 | < 0.1% |
| -45.81101048 | 1 | < 0.1% |
| -45.26144951 | 1 | < 0.1% |
| -45.18433658 | 1 | < 0.1% |
| -44.45940874 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 15.15793786 | 36 | |
| 15.08426836 | 1 | < 0.1% |
| 14.85836332 | 1 | < 0.1% |
| 14.83878119 | 1 | < 0.1% |
| 14.67965219 | 1 | < 0.1% |
| 14.59354619 | 1 | < 0.1% |
| 14.38091524 | 1 | < 0.1% |
| 14.15669712 | 1 | < 0.1% |
| 14.14431982 | 1 | < 0.1% |
| 14.05498174 | 1 | < 0.1% |
liqnonfinlevel
Real number (ℝ)
MISSING 
| Distinct | 109635 |
|---|---|
| Distinct (%) | 89.9% |
| Missing | 16952 |
| Missing (%) | 12.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.44777511 |
| Minimum | -4.2180651 |
|---|---|
| Maximum | 4.789012 |
| Zeros | 203 |
| Zeros (%) | 0.1% |
| Negative | 34886 |
| Negative (%) | 25.1% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -4.2180651 |
|---|---|
| 5-th percentile | -0.71946541 |
| Q1 | -0.055897606 |
| median | 0.34282907 |
| Q3 | 0.89180212 |
| 95-th percentile | 1.9453205 |
| Maximum | 4.789012 |
| Range | 9.0070771 |
| Interquartile range (IQR) | 0.94769973 |
Descriptive statistics
| Standard deviation | 0.85755859 |
|---|---|
| Coefficient of variation (CV) | 1.9151547 |
| Kurtosis | 2.5515264 |
| Mean | 0.44777511 |
| Median Absolute Deviation (MAD) | 0.45906846 |
| Skewness | 0.40433252 |
| Sum | 54580.651 |
| Variance | 0.73540674 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 203 | 0.1% |
| -4.218065107 | 45 | < 0.1% |
| 0.7526221567 | 38 | < 0.1% |
| 0.9036635029 | 26 | < 0.1% |
| -0.017452071 | 24 | < 0.1% |
| 0.9036635029 | 16 | < 0.1% |
| -0.068431704 | 16 | < 0.1% |
| 4.789012003 | 15 | < 0.1% |
| 1.811759502 | 14 | < 0.1% |
| 2.079441542 | 13 | < 0.1% |
| Other values (109625) | 121483 | |
| (Missing) | 16952 | 12.2% |
| Value | Count | Frequency (%) |
| -4.218065107 | 45 | |
| -4.2064226 | 1 | < 0.1% |
| -4.204077352 | 2 | < 0.1% |
| -4.19178299 | 1 | < 0.1% |
| -4.187398912 | 1 | < 0.1% |
| -4.183014834 | 1 | < 0.1% |
| -4.178630756 | 1 | < 0.1% |
| -4.169744989 | 1 | < 0.1% |
| -4.160859222 | 1 | < 0.1% |
| -4.109173176 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 4.789012003 | 15 | |
| 4.761431703 | 1 | < 0.1% |
| 4.752435019 | 1 | < 0.1% |
| 4.676610765 | 1 | < 0.1% |
| 4.674360969 | 1 | < 0.1% |
| 4.631897193 | 1 | < 0.1% |
| 4.626357863 | 1 | < 0.1% |
| 4.598922696 | 1 | < 0.1% |
| 4.590481041 | 1 | < 0.1% |
| 4.570124925 | 1 | < 0.1% |
liqnonfintrend
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 108244 |
|---|---|
| Distinct (%) | 88.8% |
| Missing | 16952 |
| Missing (%) | 12.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.020477582 |
| Minimum | -2.5826213 |
|---|---|
| Maximum | 2.7124531 |
| Zeros | 4151 |
| Zeros (%) | 3.0% |
| Negative | 61960 |
| Negative (%) | 44.6% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -2.5826213 |
|---|---|
| 5-th percentile | -0.58289404 |
| Q1 | -0.14353002 |
| median | -0.003240231 |
| Q3 | 0.10750368 |
| 95-th percentile | 0.52033792 |
| Maximum | 2.7124531 |
| Range | 5.2950745 |
| Interquartile range (IQR) | 0.2510337 |
Descriptive statistics
| Standard deviation | 0.38586944 |
|---|---|
| Coefficient of variation (CV) | -18.843506 |
| Kurtosis | 10.206208 |
| Mean | -0.020477582 |
| Median Absolute Deviation (MAD) | 0.12505585 |
| Skewness | -0.16278761 |
| Sum | -2496.0739 |
| Variance | 0.14889522 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4151 | 3.0% |
| -2.582621346 | 123 | 0.1% |
| 2.712453109 | 76 | 0.1% |
| 1.110223025 × 10-16 | 55 | < 0.1% |
| 5.551115123 × 10-17 | 52 | < 0.1% |
| 2.220446049 × 10-16 | 49 | < 0.1% |
| -4.44 × 10-16 | 39 | < 0.1% |
| -2.22 × 10-16 | 33 | < 0.1% |
| 2.775557562 × 10-17 | 30 | < 0.1% |
| 4.440892099 × 10-16 | 26 | < 0.1% |
| Other values (108234) | 117259 | |
| (Missing) | 16952 | 12.2% |
| Value | Count | Frequency (%) |
| -2.582621346 | 123 | |
| -2.564436361 | 1 | < 0.1% |
| -2.563153566 | 1 | < 0.1% |
| -2.562565942 | 1 | < 0.1% |
| -2.562531044 | 1 | < 0.1% |
| -2.555993515 | 1 | < 0.1% |
| -2.553724234 | 1 | < 0.1% |
| -2.551007778 | 1 | < 0.1% |
| -2.550851039 | 1 | < 0.1% |
| -2.54547765 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 2.712453109 | 76 | |
| 2.708526465 | 1 | < 0.1% |
| 2.702710696 | 1 | < 0.1% |
| 2.676394306 | 1 | < 0.1% |
| 2.667518179 | 1 | < 0.1% |
| 2.661802009 | 1 | < 0.1% |
| 2.642311925 | 1 | < 0.1% |
| 2.640658695 | 1 | < 0.1% |
| 2.640166374 | 1 | < 0.1% |
| 2.611475736 | 1 | < 0.1% |
ni2talevel
Real number (ℝ)
MISSING 
| Distinct | 115606 |
|---|---|
| Distinct (%) | 89.0% |
| Missing | 8953 |
| Missing (%) | 6.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0016797939 |
| Minimum | -1.4283198 |
|---|---|
| Maximum | 0.22986495 |
| Zeros | 29 |
| Zeros (%) | < 0.1% |
| Negative | 47970 |
| Negative (%) | 34.5% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -1.4283198 |
|---|---|
| 5-th percentile | -0.034071917 |
| Q1 | -0.003787868 |
| median | 0.002115606 |
| Q3 | 0.0061753045 |
| 95-th percentile | 0.020305281 |
| Maximum | 0.22986495 |
| Range | 1.6581848 |
| Interquartile range (IQR) | 0.0099631725 |
Descriptive statistics
| Standard deviation | 0.03900756 |
|---|---|
| Coefficient of variation (CV) | 23.221634 |
| Kurtosis | 128.304 |
| Mean | 0.0016797939 |
| Median Absolute Deviation (MAD) | 0.004700537 |
| Skewness | -2.0229448 |
| Sum | 218.19179 |
| Variance | 0.0015215897 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.2298649538 | 1612 | 1.2% |
| -0.018652636 | 48 | < 0.1% |
| 0.006652127 | 48 | < 0.1% |
| 0 | 29 | < 0.1% |
| -0.005703345 | 24 | < 0.1% |
| 0.007225708 | 18 | < 0.1% |
| 0.001422808 | 16 | < 0.1% |
| -0.158508159 | 14 | < 0.1% |
| -0.023298238 | 14 | < 0.1% |
| 0.059582591 | 13 | < 0.1% |
| Other values (115596) | 128056 | |
| (Missing) | 8953 | 6.4% |
| Value | Count | Frequency (%) |
| -1.428319825 | 2 | |
| -1.175699989 | 1 | < 0.1% |
| -1.137743958 | 4 | |
| -1.122115429 | 1 | < 0.1% |
| -1.117161473 | 1 | < 0.1% |
| -1.078875945 | 1 | < 0.1% |
| -1.078151108 | 1 | < 0.1% |
| -1.076482938 | 1 | < 0.1% |
| -1.035642257 | 1 | < 0.1% |
| -0.982051901 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.2298649538 | 1612 | |
| 0.2298623603 | 1 | < 0.1% |
| 0.229709554 | 1 | < 0.1% |
| 0.2292476561 | 1 | < 0.1% |
| 0.2292412976 | 1 | < 0.1% |
| 0.2291022061 | 1 | < 0.1% |
| 0.229090997 | 1 | < 0.1% |
| 0.2288298434 | 1 | < 0.1% |
| 0.228098656 | 1 | < 0.1% |
| 0.2273837558 | 1 | < 0.1% |
ni2tatrend
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 115204 |
|---|---|
| Distinct (%) | 88.7% |
| Missing | 8953 |
| Missing (%) | 6.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.00016104928 |
| Minimum | -0.64578297 |
|---|---|
| Maximum | 0.67923669 |
| Zeros | 4405 |
| Zeros (%) | 3.2% |
| Negative | 59997 |
| Negative (%) | 43.2% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -0.64578297 |
|---|---|
| 5-th percentile | -0.020404064 |
| Q1 | -0.002495671 |
| median | 2.2055927 × 10-5 |
| Q3 | 0.0030656153 |
| 95-th percentile | 0.020342929 |
| Maximum | 0.67923669 |
| Range | 1.3250197 |
| Interquartile range (IQR) | 0.0055612863 |
Descriptive statistics
| Standard deviation | 0.035835985 |
|---|---|
| Coefficient of variation (CV) | -222.51565 |
| Kurtosis | 183.23216 |
| Mean | -0.00016104928 |
| Median Absolute Deviation (MAD) | 0.0027771975 |
| Skewness | 0.47449378 |
| Sum | -20.919013 |
| Variance | 0.0012842178 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4405 | 3.2% |
| 0.6792366888 | 82 | 0.1% |
| -0.645782973 | 77 | 0.1% |
| 3.469446952 × 10-18 | 46 | < 0.1% |
| -2.78 × 10-17 | 27 | < 0.1% |
| -8.67 × 10-19 | 19 | < 0.1% |
| 1.734723476 × 10-18 | 16 | < 0.1% |
| 8.67361738 × 10-19 | 16 | < 0.1% |
| 5.551115123 × 10-17 | 15 | < 0.1% |
| -2.08 × 10-17 | 13 | < 0.1% |
| Other values (115194) | 125176 | |
| (Missing) | 8953 | 6.4% |
| Value | Count | Frequency (%) |
| -0.645782973 | 77 | |
| -0.640884751 | 1 | < 0.1% |
| -0.615084129 | 1 | < 0.1% |
| -0.610258337 | 1 | < 0.1% |
| -0.59932527 | 1 | < 0.1% |
| -0.587791049 | 1 | < 0.1% |
| -0.580944265 | 1 | < 0.1% |
| -0.570222007 | 1 | < 0.1% |
| -0.569720936 | 1 | < 0.1% |
| -0.535224521 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.6792366888 | 82 | |
| 0.6739098819 | 1 | < 0.1% |
| 0.6688168704 | 1 | < 0.1% |
| 0.660817587 | 1 | < 0.1% |
| 0.6567731211 | 1 | < 0.1% |
| 0.6510265873 | 1 | < 0.1% |
| 0.6430373176 | 1 | < 0.1% |
| 0.6350133356 | 1 | < 0.1% |
| 0.6048266666 | 1 | < 0.1% |
| 0.5954457366 | 1 | < 0.1% |
sizelevel
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 126695 |
|---|---|
| Distinct (%) | 92.5% |
| Missing | 1949 |
| Missing (%) | 1.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.42455869 |
| Minimum | -6.1887801 |
|---|---|
| Maximum | 6.7782683 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 57845 |
| Negative (%) | 41.7% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -6.1887801 |
|---|---|
| 5-th percentile | -2.8899942 |
| Q1 | -0.99561439 |
| median | 0.41171961 |
| Q3 | 1.7808255 |
| 95-th percentile | 3.8676796 |
| Maximum | 6.7782683 |
| Range | 12.967048 |
| Interquartile range (IQR) | 2.7764399 |
Descriptive statistics
| Standard deviation | 2.0595991 |
|---|---|
| Coefficient of variation (CV) | 4.8511529 |
| Kurtosis | -0.13408014 |
| Mean | 0.42455869 |
| Median Absolute Deviation (MAD) | 1.3882063 |
| Skewness | 0.13347828 |
| Sum | 58120.386 |
| Variance | 4.2419485 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6.778268339 | 252 | 0.2% |
| -6.188780098 | 12 | < 0.1% |
| 2.834357012 | 4 | < 0.1% |
| 2.885069259 | 4 | < 0.1% |
| 2.863618041 | 4 | < 0.1% |
| 3.909812858 | 4 | < 0.1% |
| 2.798032233 | 4 | < 0.1% |
| 2.77365014 | 4 | < 0.1% |
| 2.73498344 | 4 | < 0.1% |
| 2.706705073 | 4 | < 0.1% |
| Other values (126685) | 136600 | |
| (Missing) | 1949 | 1.4% |
| Value | Count | Frequency (%) |
| -6.188780098 | 12 | |
| -6.089806726 | 1 | < 0.1% |
| -5.875153245 | 3 | < 0.1% |
| -5.744644401 | 1 | < 0.1% |
| -5.698877343 | 1 | < 0.1% |
| -5.697605796 | 1 | < 0.1% |
| -5.688910003 | 1 | < 0.1% |
| -5.677978683 | 1 | < 0.1% |
| -5.67274501 | 3 | < 0.1% |
| -5.666401065 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 6.778268339 | 252 | |
| 6.777981909 | 1 | < 0.1% |
| 6.777030109 | 1 | < 0.1% |
| 6.775192578 | 1 | < 0.1% |
| 6.774006875 | 1 | < 0.1% |
| 6.771083525 | 1 | < 0.1% |
| 6.768626457 | 4 | < 0.1% |
| 6.766020834 | 1 | < 0.1% |
| 6.759925656 | 4 | < 0.1% |
| 6.756083168 | 1 | < 0.1% |
sizetrend
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 125361 |
|---|---|
| Distinct (%) | 91.6% |
| Missing | 1949 |
| Missing (%) | 1.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.010516125 |
| Minimum | -1.9274249 |
|---|---|
| Maximum | 2.0238423 |
| Zeros | 1451 |
| Zeros (%) | 1.0% |
| Negative | 67844 |
| Negative (%) | 48.9% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -1.9274249 |
|---|---|
| 5-th percentile | -0.61174016 |
| Q1 | -0.1699208 |
| median | 0 |
| Q3 | 0.16605711 |
| 95-th percentile | 0.52716534 |
| Maximum | 2.0238423 |
| Range | 3.9512672 |
| Interquartile range (IQR) | 0.3359779 |
Descriptive statistics
| Standard deviation | 0.37084877 |
|---|---|
| Coefficient of variation (CV) | -35.264774 |
| Kurtosis | 4.9625575 |
| Mean | -0.010516125 |
| Median Absolute Deviation (MAD) | 0.16804698 |
| Skewness | -0.1375372 |
| Sum | -1439.6154 |
| Variance | 0.13752881 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1451 | 1.0% |
| 2.023842297 | 195 | 0.1% |
| -1.927424889 | 163 | 0.1% |
| 0.048737225 | 11 | < 0.1% |
| 0.020186838 | 6 | < 0.1% |
| -0.010317172 | 6 | < 0.1% |
| 0.066758168 | 5 | < 0.1% |
| 0.00089401 | 4 | < 0.1% |
| -0.108788864 | 4 | < 0.1% |
| -0.065167374 | 4 | < 0.1% |
| Other values (125351) | 135047 | |
| (Missing) | 1949 | 1.4% |
| Value | Count | Frequency (%) |
| -1.927424889 | 163 | |
| -1.925930284 | 1 | < 0.1% |
| -1.920901263 | 1 | < 0.1% |
| -1.915651948 | 1 | < 0.1% |
| -1.91163673 | 1 | < 0.1% |
| -1.910493458 | 1 | < 0.1% |
| -1.90355336 | 1 | < 0.1% |
| -1.903420821 | 1 | < 0.1% |
| -1.898056977 | 1 | < 0.1% |
| -1.893912536 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 2.023842297 | 195 | |
| 2.019286397 | 1 | < 0.1% |
| 2.014178854 | 1 | < 0.1% |
| 2.009280808 | 1 | < 0.1% |
| 2.007782525 | 4 | < 0.1% |
| 1.997518285 | 1 | < 0.1% |
| 1.9962127 | 1 | < 0.1% |
| 1.995992341 | 1 | < 0.1% |
| 1.995804224 | 1 | < 0.1% |
| 1.992978812 | 1 | < 0.1% |
m2b
Real number (ℝ)
MISSING 
| Distinct | 119942 |
|---|---|
| Distinct (%) | 92.5% |
| Missing | 9145 |
| Missing (%) | 6.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.2674856 |
| Minimum | 0.15081204 |
|---|---|
| Maximum | 104.05071 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0.15081204 |
|---|---|
| 5-th percentile | 0.51161501 |
| Q1 | 0.77610707 |
| median | 1.0186965 |
| Q3 | 1.4475467 |
| 95-th percentile | 4.2519716 |
| Maximum | 104.05071 |
| Range | 103.8999 |
| Interquartile range (IQR) | 0.6714396 |
Descriptive statistics
| Standard deviation | 7.9128966 |
|---|---|
| Coefficient of variation (CV) | 3.489723 |
| Kurtosis | 108.99113 |
| Mean | 2.2674856 |
| Median Absolute Deviation (MAD) | 0.29501344 |
| Skewness | 9.8849769 |
| Sum | 294092.88 |
| Variance | 62.613932 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 104.0507124 | 372 | 0.3% |
| 0.1508120391 | 56 | < 0.1% |
| 1 | 16 | < 0.1% |
| 0.6051362031 | 4 | < 0.1% |
| 1.816632591 | 4 | < 0.1% |
| 0.9716759411 | 4 | < 0.1% |
| 0.8967788394 | 4 | < 0.1% |
| 0.928001477 | 4 | < 0.1% |
| 0.9984934569 | 4 | < 0.1% |
| 0.910231488 | 4 | < 0.1% |
| Other values (119932) | 129228 | |
| (Missing) | 9145 | 6.6% |
| Value | Count | Frequency (%) |
| 0.1508120391 | 56 | |
| 0.1513299782 | 1 | < 0.1% |
| 0.152787593 | 1 | < 0.1% |
| 0.1530961874 | 1 | < 0.1% |
| 0.1540299815 | 1 | < 0.1% |
| 0.157033924 | 1 | < 0.1% |
| 0.1573883875 | 1 | < 0.1% |
| 0.15802543 | 1 | < 0.1% |
| 0.1582560461 | 1 | < 0.1% |
| 0.1595983522 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 104.0507124 | 372 | |
| 103.9444664 | 1 | < 0.1% |
| 103.8373914 | 1 | < 0.1% |
| 103.7406795 | 1 | < 0.1% |
| 103.4360089 | 1 | < 0.1% |
| 103.4158101 | 1 | < 0.1% |
| 103.0042729 | 1 | < 0.1% |
| 102.6811976 | 1 | < 0.1% |
| 102.4328174 | 1 | < 0.1% |
| 102.2519125 | 1 | < 0.1% |
sigma
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 122216 |
|---|---|
| Distinct (%) | 92.7% |
| Missing | 6969 |
| Missing (%) | 5.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.17636983 |
| Minimum | 0.009583336 |
|---|---|
| Maximum | 1.1402662 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0.009583336 |
|---|---|
| 5-th percentile | 0.058280323 |
| Q1 | 0.097473197 |
| median | 0.14604218 |
| Q3 | 0.2190869 |
| 95-th percentile | 0.39489251 |
| Maximum | 1.1402662 |
| Range | 1.1306829 |
| Interquartile range (IQR) | 0.12161371 |
Descriptive statistics
| Standard deviation | 0.11676618 |
|---|---|
| Coefficient of variation (CV) | 0.66205301 |
| Kurtosis | 9.2186521 |
| Mean | 0.17636983 |
| Median Absolute Deviation (MAD) | 0.056266434 |
| Skewness | 2.2951434 |
| Sum | 23258.948 |
| Variance | 0.013634341 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.140266224 | 91 | 0.1% |
| 0.009583336 | 38 | < 0.1% |
| 0.1661395308 | 18 | < 0.1% |
| 0.1599151669 | 12 | < 0.1% |
| 0.106509273 | 4 | < 0.1% |
| 0.1504973261 | 4 | < 0.1% |
| 0.146868491 | 4 | < 0.1% |
| 0.1202854074 | 4 | < 0.1% |
| 0.1142835172 | 4 | < 0.1% |
| 0.1094187959 | 4 | < 0.1% |
| Other values (122206) | 131693 | |
| (Missing) | 6969 | 5.0% |
| Value | Count | Frequency (%) |
| 0.009583336 | 38 | |
| 0.009584397 | 1 | < 0.1% |
| 0.009659634 | 1 | < 0.1% |
| 0.009858566 | 1 | < 0.1% |
| 0.009945627 | 1 | < 0.1% |
| 0.010167408 | 1 | < 0.1% |
| 0.010378297 | 1 | < 0.1% |
| 0.010406415 | 1 | < 0.1% |
| 0.010412391 | 1 | < 0.1% |
| 0.010536172 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.140266224 | 91 | |
| 1.136656805 | 1 | < 0.1% |
| 1.129626418 | 1 | < 0.1% |
| 1.124353092 | 1 | < 0.1% |
| 1.120859335 | 1 | < 0.1% |
| 1.120319544 | 1 | < 0.1% |
| 1.111296276 | 1 | < 0.1% |
| 1.111035583 | 1 | < 0.1% |
| 1.108661714 | 1 | < 0.1% |
| 1.105889438 | 1 | < 0.1% |
DTDmedianNonFin
Real number (ℝ)
MISSING 
| Distinct | 396 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 6500 |
| Missing (%) | 4.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.6086275 |
| Minimum | 1.6358092 |
|---|---|
| Maximum | 5.4149882 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 1.6358092 |
|---|---|
| 5-th percentile | 2.1953595 |
| Q1 | 3.0051335 |
| median | 3.5004305 |
| Q3 | 4.434691 |
| 95-th percentile | 5.0768855 |
| Maximum | 5.4149882 |
| Range | 3.7791791 |
| Interquartile range (IQR) | 1.4295575 |
Descriptive statistics
| Standard deviation | 0.90571893 |
|---|---|
| Coefficient of variation (CV) | 0.25098709 |
| Kurtosis | -0.92307786 |
| Mean | 3.6086275 |
| Median Absolute Deviation (MAD) | 0.69614967 |
| Skewness | 0.069523149 |
| Sum | 477583.81 |
| Variance | 0.82032679 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4.423880075 | 419 | 0.3% |
| 5.04642172 | 415 | 0.3% |
| 4.234486286 | 415 | 0.3% |
| 5.022839889 | 415 | 0.3% |
| 5.235503283 | 415 | 0.3% |
| 5.197767451 | 414 | 0.3% |
| 5.359349579 | 412 | 0.3% |
| 4.835045231 | 412 | 0.3% |
| 4.895286094 | 412 | 0.3% |
| 4.854561228 | 411 | 0.3% |
| Other values (386) | 128205 | |
| (Missing) | 6500 | 4.7% |
| Value | Count | Frequency (%) |
| 1.635809169 | 381 | |
| 1.734807906 | 377 | |
| 1.791268535 | 382 | |
| 1.849498135 | 383 | |
| 1.860648049 | 384 | |
| 1.863507497 | 324 | |
| 1.885356779 | 327 | |
| 1.918101868 | 319 | |
| 1.935938953 | 377 | |
| 1.935962673 | 323 |
| Value | Count | Frequency (%) |
| 5.41498823 | 400 | |
| 5.387167933 | 402 | |
| 5.359349579 | 412 | |
| 5.351843201 | 398 | |
| 5.340295454 | 399 | |
| 5.307231783 | 403 | |
| 5.305463992 | 400 | |
| 5.293061995 | 395 | |
| 5.269803654 | 402 | |
| 5.252275721 | 392 |
Company_name
Text
| Distinct | 973 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.1 MiB |
Length
| Max length | 51 |
|---|---|
| Median length | 35 |
| Mean length | 20.190032 |
| Min length | 5 |
Characters and Unicode
| Total characters | 2803285 |
|---|---|
| Distinct characters | 61 |
| Distinct categories | 6 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | FutureFuel Corp |
|---|---|
| 2nd row | FutureFuel Corp |
| 3rd row | FutureFuel Corp |
| 4th row | FutureFuel Corp |
| 5th row | FutureFuel Corp |
| Value | Count | Frequency (%) |
| inc | 55405 | 12.5% |
| corp | 36090 | 8.1% |
| energy | 32675 | 7.4% |
| lp | 13247 | 3.0% |
| resources | 13168 | 3.0% |
| co | 12352 | 2.8% |
| partners | 9358 | 2.1% |
| oil | 7796 | 1.8% |
| petroleum | 6093 | 1.4% |
| trust | 5831 | 1.3% |
| Other values (1015) | 251422 |
Most occurring characters
| Value | Count | Frequency (%) |
| 304592 | 10.9% | |
| r | 231740 | 8.3% |
| e | 230018 | 8.2% |
| n | 215347 | 7.7% |
| o | 187749 | 6.7% |
| a | 132079 | 4.7% |
| s | 119857 | 4.3% |
| c | 118022 | 4.2% |
| i | 111895 | 4.0% |
| t | 105722 | 3.8% |
| Other values (51) | 1046264 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1957846 | |
| Uppercase Letter | 526572 | 18.8% |
| Space Separator | 304592 | 10.9% |
| Other Punctuation | 10676 | 0.4% |
| Dash Punctuation | 2586 | 0.1% |
| Decimal Number | 1013 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| r | 231740 | |
| e | 230018 | |
| n | 215347 | |
| o | 187749 | |
| a | 132079 | 6.7% |
| s | 119857 | 6.1% |
| c | 118022 | 6.0% |
| i | 111895 | 5.7% |
| t | 105722 | 5.4% |
| l | 101550 | 5.2% |
| Other values (16) | 403867 |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 77632 | |
| I | 71147 | |
| E | 53567 | |
| P | 53239 | |
| L | 32374 | 6.1% |
| S | 28519 | 5.4% |
| R | 27416 | 5.2% |
| T | 23663 | 4.5% |
| O | 22500 | 4.3% |
| G | 20445 | 3.9% |
| Other values (16) | 116070 |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 5364 | |
| & | 5165 | |
| . | 108 | 1.0% |
| ' | 39 | 0.4% |
Decimal Number
| Value | Count | Frequency (%) |
| 6 | 490 | |
| 3 | 378 | |
| 1 | 145 | 14.3% |
Space Separator
| Value | Count | Frequency (%) |
| 304592 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 2586 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 2484418 | |
| Common | 318867 | 11.4% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| r | 231740 | 9.3% |
| e | 230018 | 9.3% |
| n | 215347 | 8.7% |
| o | 187749 | 7.6% |
| a | 132079 | 5.3% |
| s | 119857 | 4.8% |
| c | 118022 | 4.8% |
| i | 111895 | 4.5% |
| t | 105722 | 4.3% |
| l | 101550 | 4.1% |
| Other values (42) | 930439 |
Common
| Value | Count | Frequency (%) |
| 304592 | ||
| / | 5364 | 1.7% |
| & | 5165 | 1.6% |
| - | 2586 | 0.8% |
| 6 | 490 | 0.2% |
| 3 | 378 | 0.1% |
| 1 | 145 | < 0.1% |
| . | 108 | < 0.1% |
| ' | 39 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2803285 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 304592 | 10.9% | |
| r | 231740 | 8.3% |
| e | 230018 | 8.2% |
| n | 215347 | 7.7% |
| o | 187749 | 6.7% |
| a | 132079 | 4.7% |
| s | 119857 | 4.3% |
| c | 118022 | 4.2% |
| i | 111895 | 4.0% |
| t | 105722 | 3.8% |
| Other values (51) | 1046264 |
INDUSTRY2
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 34 |
| Missing (%) | < 0.1% |
| Memory size | 1.1 MiB |
| 131010.0 | |
|---|---|
| 131011.0 | |
| 131110.0 |
Length
| Max length | 8 |
|---|---|
| Median length | 8 |
| Mean length | 8 |
| Min length | 8 |
Characters and Unicode
| Total characters | 1110488 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 131110.0 |
|---|---|
| 2nd row | 131110.0 |
| 3rd row | 131110.0 |
| 4th row | 131110.0 |
| 5th row | 131110.0 |
Common Values
| Value | Count | Frequency (%) |
| 131010.0 | 89502 | |
| 131011.0 | 34476 | 24.8% |
| 131110.0 | 14833 | 10.7% |
| (Missing) | 34 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 131010.0 | 89502 | |
| 131011.0 | 34476 | 24.8% |
| 131110.0 | 14833 | 10.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 465742 | |
| 0 | 367124 | |
| 3 | 138811 | 12.5% |
| . | 138811 | 12.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 971677 | |
| Other Punctuation | 138811 | 12.5% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 465742 | |
| 0 | 367124 | |
| 3 | 138811 | 14.3% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 138811 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1110488 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 465742 | |
| 0 | 367124 | |
| 3 | 138811 | 12.5% |
| . | 138811 | 12.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1110488 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 465742 | |
| 0 | 367124 | |
| 3 | 138811 | 12.5% |
| . | 138811 | 12.5% |
Date
Date
| Distinct | 432 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.1 MiB |
| Minimum | 1988-01-31 00:00:00 |
|---|---|
| Maximum | 2023-12-31 00:00:00 |
Y
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.1 MiB |
| 0 | |
|---|---|
| 1 | 2814 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 138845 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 136031 | |
| 1 | 2814 | 2.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 136031 | |
| 1 | 2814 | 2.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 136031 | |
| 1 | 2814 | 2.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 138845 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 136031 | |
| 1 | 2814 | 2.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 138845 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 136031 | |
| 1 | 2814 | 2.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 138845 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 136031 | |
| 1 | 2814 | 2.0% |
| CompNo | DTDmedianNonFin | INDUSTRY2 | STInt | StkIndx | Y | dtdlevel | dtdtrend | liqnonfinlevel | liqnonfintrend | m2b | ni2talevel | ni2tatrend | sigma | sizelevel | sizetrend | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| CompNo | 1.000 | 0.161 | 0.192 | -0.244 | -0.029 | 0.050 | -0.168 | -0.047 | 0.003 | -0.027 | -0.115 | -0.154 | -0.002 | 0.204 | -0.199 | -0.047 |
| DTDmedianNonFin | 0.161 | 1.000 | 0.029 | -0.406 | 0.317 | 0.088 | 0.210 | 0.096 | -0.017 | -0.006 | -0.057 | 0.021 | 0.007 | -0.302 | 0.027 | -0.055 |
| INDUSTRY2 | 0.192 | 0.029 | 1.000 | -0.025 | -0.011 | 0.018 | -0.126 | 0.003 | 0.424 | 0.005 | -0.051 | -0.121 | -0.009 | 0.185 | -0.108 | -0.034 |
| STInt | -0.244 | -0.406 | -0.025 | 1.000 | 0.070 | 0.108 | 0.018 | 0.018 | 0.052 | -0.010 | 0.146 | 0.081 | 0.019 | 0.056 | -0.024 | 0.151 |
| StkIndx | -0.029 | 0.317 | -0.011 | 0.070 | 1.000 | 0.055 | 0.020 | 0.226 | -0.004 | -0.009 | -0.040 | -0.054 | 0.024 | -0.080 | -0.012 | 0.044 |
| Y | 0.050 | 0.088 | 0.018 | 0.108 | 0.055 | 1.000 | -0.175 | -0.100 | -0.067 | -0.033 | -0.127 | -0.143 | -0.031 | 0.148 | -0.109 | -0.155 |
| dtdlevel | -0.168 | 0.210 | -0.126 | 0.018 | 0.020 | -0.175 | 1.000 | -0.069 | 0.210 | 0.006 | 0.419 | 0.499 | -0.012 | -0.730 | 0.481 | 0.050 |
| dtdtrend | -0.047 | 0.096 | 0.003 | 0.018 | 0.226 | -0.100 | -0.069 | 1.000 | 0.013 | 0.125 | 0.114 | 0.023 | 0.087 | -0.159 | 0.042 | 0.374 |
| liqnonfinlevel | 0.003 | -0.017 | 0.424 | 0.052 | -0.004 | -0.067 | 0.210 | 0.013 | 1.000 | -0.057 | 0.117 | 0.059 | -0.027 | 0.031 | -0.110 | -0.008 |
| liqnonfintrend | -0.027 | -0.006 | 0.005 | -0.010 | -0.009 | -0.033 | 0.006 | 0.125 | -0.057 | 1.000 | 0.010 | 0.102 | 0.068 | -0.011 | 0.047 | 0.066 |
| m2b | -0.115 | -0.057 | -0.051 | 0.146 | -0.040 | -0.127 | 0.419 | 0.114 | 0.117 | 0.010 | 1.000 | 0.296 | 0.071 | -0.142 | 0.202 | 0.330 |
| ni2talevel | -0.154 | 0.021 | -0.121 | 0.081 | -0.054 | -0.143 | 0.499 | 0.023 | 0.059 | 0.102 | 0.296 | 1.000 | -0.147 | -0.447 | 0.328 | 0.104 |
| ni2tatrend | -0.002 | 0.007 | -0.009 | 0.019 | 0.024 | -0.031 | -0.012 | 0.087 | -0.027 | 0.068 | 0.071 | -0.147 | 1.000 | 0.013 | -0.004 | 0.146 |
| sigma | 0.204 | -0.302 | 0.185 | 0.056 | -0.080 | 0.148 | -0.730 | -0.159 | 0.031 | -0.011 | -0.142 | -0.447 | 0.013 | 1.000 | -0.633 | -0.031 |
| sizelevel | -0.199 | 0.027 | -0.108 | -0.024 | -0.012 | -0.109 | 0.481 | 0.042 | -0.110 | 0.047 | 0.202 | 0.328 | -0.004 | -0.633 | 1.000 | 0.068 |
| sizetrend | -0.047 | -0.055 | -0.034 | 0.151 | 0.044 | -0.155 | 0.050 | 0.374 | -0.008 | 0.066 | 0.330 | 0.104 | 0.146 | -0.031 | 0.068 | 1.000 |
| CompNo | StkIndx | STInt | dtdlevel | dtdtrend | liqnonfinlevel | liqnonfintrend | ni2talevel | ni2tatrend | sizelevel | sizetrend | m2b | sigma | DTDmedianNonFin | Company_name | INDUSTRY2 | Date | Y | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 27014 | 0.133740 | -0.011305 | NaN | NaN | NaN | NaN | NaN | NaN | 0.098522 | 0.000000 | NaN | NaN | 4.439600 | FutureFuel Corp | 131110.0 | 3/31/2011 | 0 |
| 1 | 27014 | 0.129957 | -0.011527 | NaN | NaN | NaN | NaN | NaN | NaN | 0.171694 | 0.073172 | NaN | NaN | 4.525509 | FutureFuel Corp | 131110.0 | 4/30/2011 | 0 |
| 2 | 27014 | 0.232883 | -0.011487 | NaN | NaN | 1.731534 | 0.000000 | 0.002657 | 0.000000 | 0.211718 | 0.080046 | 1.351018 | NaN | 4.615192 | FutureFuel Corp | 131110.0 | 5/31/2011 | 0 |
| 3 | 27014 | 0.281292 | -0.011628 | 9.838830 | 0.000000 | 1.731534 | 0.000000 | 0.002657 | 0.000000 | 0.194665 | -0.051159 | 1.238226 | 0.088230 | 4.581457 | FutureFuel Corp | 131110.0 | 6/30/2011 | 0 |
| 4 | 27014 | 0.173168 | -0.011304 | 10.160107 | 0.321278 | 1.731534 | 0.000000 | 0.002657 | 0.000000 | 0.182296 | -0.049475 | 1.286089 | 0.081930 | 4.557544 | FutureFuel Corp | 131110.0 | 7/31/2011 | 0 |
| 5 | 27014 | 0.161589 | -0.011628 | 8.820029 | -2.680157 | 1.812188 | 0.241960 | 0.003943 | 0.003859 | 0.162507 | -0.098942 | 1.245908 | 0.095825 | 3.890736 | FutureFuel Corp | 131110.0 | 8/31/2011 | 0 |
| 6 | 27014 | -0.008570 | -0.011587 | 7.922600 | -2.692284 | 1.860579 | 0.193568 | 0.004715 | 0.003087 | 0.136981 | -0.153159 | 1.251859 | 0.102452 | 3.503146 | FutureFuel Corp | 131110.0 | 9/30/2011 | 0 |
| 7 | 27014 | 0.058870 | -0.011729 | 7.317280 | -2.421282 | 1.892841 | 0.161307 | 0.005229 | 0.002573 | 0.127665 | -0.065209 | 1.261003 | 0.108931 | 3.653213 | FutureFuel Corp | 131110.0 | 10/31/2011 | 0 |
| 8 | 27014 | 0.056253 | -0.011668 | 6.791160 | -2.630602 | 1.903711 | 0.065220 | 0.006113 | 0.005304 | 0.132752 | 0.040696 | 1.380050 | 0.125557 | 3.543607 | FutureFuel Corp | 131110.0 | 11/30/2011 | 0 |
| 9 | 27014 | -0.000223 | -0.011628 | 6.420410 | -2.224495 | 1.911863 | 0.057068 | 0.006776 | 0.004641 | 0.135479 | 0.024536 | 1.361292 | 0.124501 | 3.495836 | FutureFuel Corp | 131110.0 | 12/31/2011 | 0 |
| CompNo | StkIndx | STInt | dtdlevel | dtdtrend | liqnonfinlevel | liqnonfintrend | ni2talevel | ni2tatrend | sizelevel | sizetrend | m2b | sigma | DTDmedianNonFin | Company_name | INDUSTRY2 | Date | Y | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 138835 | 212539 | 0.083115 | 0.010061 | NaN | NaN | NaN | NaN | NaN | NaN | -3.247830 | -0.326275 | NaN | NaN | 2.963553 | Turbo Energy SA | 131110.0 | 10/31/2023 | 0 |
| 138836 | 212539 | 0.119529 | 0.009763 | NaN | NaN | NaN | NaN | NaN | NaN | -3.245413 | 0.004834 | NaN | NaN | 3.119818 | Turbo Energy SA | 131110.0 | 11/30/2023 | 0 |
| 138837 | 212539 | 0.239149 | 0.009543 | NaN | NaN | NaN | NaN | NaN | NaN | -3.342075 | -0.289986 | NaN | 0.392897 | 3.316397 | Turbo Energy SA | 131110.0 | 12/31/2023 | 0 |
| 138838 | 212613 | 0.083115 | 0.010061 | NaN | NaN | NaN | NaN | NaN | NaN | 1.310802 | 0.000000 | NaN | NaN | 2.963553 | Atlas Energy Solutions Inc | 131011.0 | 10/31/2023 | 0 |
| 138839 | 212613 | 0.119529 | 0.009763 | NaN | NaN | NaN | NaN | NaN | NaN | 1.279521 | -0.031282 | NaN | NaN | 3.119818 | Atlas Energy Solutions Inc | 131011.0 | 11/30/2023 | 0 |
| 138840 | 212613 | 0.239149 | 0.009543 | NaN | NaN | NaN | NaN | NaN | NaN | 1.268367 | -0.022306 | NaN | 0.433580 | 3.316397 | Atlas Energy Solutions Inc | 131011.0 | 12/31/2023 | 0 |
| 138841 | 212750 | 0.083115 | 0.010061 | NaN | NaN | NaN | NaN | NaN | NaN | 1.271260 | 0.000000 | NaN | NaN | 2.963553 | Mach Natural Resources LP | 131010.0 | 10/31/2023 | 0 |
| 138842 | 212750 | 0.119529 | 0.009763 | NaN | NaN | NaN | NaN | NaN | NaN | 1.252952 | -0.018307 | NaN | NaN | 3.119818 | Mach Natural Resources LP | 131010.0 | 11/30/2023 | 0 |
| 138843 | 212750 | 0.239149 | 0.009543 | NaN | NaN | NaN | NaN | NaN | NaN | 1.219033 | -0.067838 | NaN | NaN | 3.316397 | Mach Natural Resources LP | 131010.0 | 12/31/2023 | 0 |
| 138844 | 213058 | 0.239149 | 0.009543 | NaN | NaN | NaN | NaN | NaN | NaN | -1.181424 | 0.000000 | NaN | NaN | 3.316397 | Vast Solar Pty Ltd | 131110.0 | 12/31/2023 | 0 |
Most frequently occurring
| CompNo | StkIndx | STInt | dtdlevel | dtdtrend | liqnonfinlevel | liqnonfintrend | ni2talevel | ni2tatrend | sizelevel | sizetrend | m2b | sigma | DTDmedianNonFin | Company_name | INDUSTRY2 | Date | Y | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1075 | 30321 | -0.466057 | -0.010688 | 3.527319 | -3.556040 | 0.729963 | -0.015729 | -0.002895 | -0.102274 | 0.752774 | -1.667536 | 0.762743 | 0.238204 | 1.635809 | ION Geophysical Corp | 131011.0 | 2/28/2009 | 0 | 4 |
| 1076 | 30321 | -0.396787 | -0.010869 | 3.101828 | -2.924317 | 0.722956 | -0.008722 | -0.012367 | -0.092802 | 0.610953 | -1.097944 | 0.797907 | 0.286072 | 1.734808 | ION Geophysical Corp | 131011.0 | 3/31/2009 | 0 | 4 |
| 1077 | 30321 | -0.389791 | -0.010768 | 3.982187 | -3.870909 | 0.736971 | -0.348992 | 0.006577 | 0.000443 | 0.925377 | -1.560260 | 0.584412 | 0.232551 | 1.791269 | ION Geophysical Corp | 131011.0 | 1/31/2009 | 0 | 4 |
| 1078 | 30321 | -0.388841 | -0.011507 | 4.790406 | -4.116944 | 0.801635 | -0.413657 | 0.006489 | 0.000532 | 1.162340 | -1.198931 | 0.697713 | 0.175650 | 1.860648 | ION Geophysical Corp | 131011.0 | 11/30/2008 | 0 | 4 |
| 1079 | 30321 | -0.383806 | -0.011366 | 4.386953 | -3.597899 | 0.769303 | -0.381324 | 0.006533 | 0.000487 | 1.067021 | -0.922704 | 0.727130 | 0.187496 | 1.849498 | ION Geophysical Corp | 131011.0 | 12/31/2008 | 0 | 4 |
| 1080 | 30321 | -0.373726 | -0.009934 | 5.190508 | -2.631085 | 0.833968 | 0.048659 | 0.006444 | 0.000555 | 1.257842 | -0.607368 | 1.002623 | 0.151452 | 2.208862 | ION Geophysical Corp | 131011.0 | 10/31/2008 | 0 | 4 |
| 1081 | 30321 | -0.370081 | -0.011172 | 2.681524 | -2.215649 | 0.715949 | -0.001715 | -0.021839 | -0.083330 | 0.499197 | -0.463817 | 0.855668 | 0.298327 | 1.935939 | ION Geophysical Corp | 131011.0 | 4/30/2009 | 0 | 4 |
| 1082 | 30321 | -0.342654 | -0.011152 | 2.263148 | -1.707037 | 0.698930 | -0.024197 | -0.023503 | 0.007321 | 0.396134 | -0.210909 | 0.894826 | 0.314039 | 2.025871 | ION Geophysical Corp | 131011.0 | 5/31/2009 | 0 | 4 |
| 1083 | 30321 | -0.286191 | -0.002237 | 4.642272 | 0.006512 | 1.821613 | 0.026003 | -0.005368 | 0.005540 | 1.346833 | -0.133373 | 1.151176 | 0.163613 | 2.049791 | ION Geophysical Corp | 131011.0 | 9/30/2001 | 0 | 4 |
| 1084 | 30321 | -0.281781 | -0.010962 | 1.834412 | -1.255934 | 0.681912 | -0.007179 | -0.025168 | 0.008986 | 0.293725 | -0.009947 | 0.913742 | 0.320531 | 2.064571 | ION Geophysical Corp | 131011.0 | 6/30/2009 | 0 | 4 |